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09/11/2023
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
There are now many options for doubly robust estimation; however, there ...
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02/13/2023
SelectionBias: An R Package for Bounding Selection Bias
Selection bias can occur when subjects are included or excluded in the a...
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04/22/2022
Large Sample Properties of Entropy Balancing Estimators of Average Causal Effects
Weighting methods are used in observational studies to adjust for covari...
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11/30/2021
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency
Semiparametric inference about average causal effects from observational...
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11/23/2020
Trial emulation and survival analysis for disease incidence registers: a case study on the causal effect of pre-emptive kidney transplantation
Numerous tutorials and research papers focus on methods in either surviv...
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06/28/2019
Formulating causal questions and principled statistical answers
Although review papers on causal inference methods are now available, th...
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11/26/2017